| 2020 | ICMLA | An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles. | Rmulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2018 | IJCNN | Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers. | Carine A. Dantas, Rmulo de O. Nunes, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2016 | ICANN | Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm. | Huliane M. Silva, Anne M. P. Canuto, Incio Gomes Medeiros, Joo Carlos Xavier Jr. |
| 2015 | IJCNN | An analysis of diversity measures for the dynamic design of ensemble of classifiers. | Jose Augusto S. Lustosa Filho, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2015 | IJCNN | Applying the Coral Reefs Optimization algorithm to clustering problems. | Incio Gomes Medeiros, Joo Carlos Xavier Jr., Anne M. P. Canuto |
| 2013 | IJCNN | Characterization measures of ensemble systems using a meta-learning approach. | Regina R. Parente, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2013 | IJCNN | A comparative analysis of dissimilarity measures for clustering categorical data. | Joo Carlos Xavier Jr., Anne M. P. Canuto, Noriedson D. Almeida, Luiz Marcos Garcia Gonalves |
| 2010 | ICMLC | Web log data clustering for a multi-agent recommendation system. | Joo Carlos Xavier Jr., Alex Alves Freitas, Anne M. P. Canuto, Luiz Marcos Gonalves |
| 2008 | HIS | Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models. | Araken M. Santos, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2008 | ICANN | Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2006 | HIS | A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Joo Carlos Xavier Jr., Andr Mauricio Campos |
| 2005 | HIS | Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles. | Anne M. P. Canuto, Lucas de Melo Oliveira, Joo Carlos Xavier Jr., Araken M. Santos, Mrjory C. C. Abreu |